A restless night was spent turning in the sheets. Thomas couldn’t stop replaying the image from his sister’s living room. A drawing by his nephew, a strange, towering creature with too many fingers and a vacant stare. A near-perfect match for the shadow that used to sit at the foot of his childhood bed. He remembered the feeling of being watched, the prickling sensation on his skin, the feeling that something was always lurking just beyond the edge of his vision. He tried to tell himself it was just a coincidence, a child’s overactive imagination.

He got out of bed, unable to bear the confines of the room, and began to pace. The floorboards creaked under his weight, each sound echoing in the silent house. It was a cold night, and a draft seemed to seep through the closed window. He wanted to scream.

The next morning, his sister sent a text. “Mark made another drawing of his friend. He calls him… ‘Shadow Jack’”. Thomas felt a wave of nausea wash over him.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290